Your company has a Foundry service that is accessed by a legacy application that cannot be updated to support modern authentication protocols. You need to allow this application to continue accessing the service while maintaining the highest level of security possible. What should you do?

Enable IP-based access restrictions on the Foundry service and allow only the legacy application's server IP address.

Create a shared access signature (SAS) token with the minimum required permissions and a short expiry, and configure the application to use it.

Use one of the Foundry service account keys and embed it in the application's configuration file.

Set up a VPN gateway and require the legacy application to connect through the VPN before accessing the Foundry service.

Your organization wants to optimize spending on a Microsoft Foundry Service resource. You notice that some model endpoints are rarely used but still incur costs. You need to reduce costs without impacting frequently used endpoints. What should you do?

Delete the rarely used model endpoints and recreate them when needed.

Set up a budget alert to notify you when costs exceed a threshold.

Scale down the rarely used endpoints to a lower tier or configure them to scale to zero during off-peak hours.

Move all endpoints to a single endpoint and route requests based on usage.

Your company has a Microsoft Foundry Service resource that is used by both internal applications and external partners. Internal applications should use Azure AD authentication, while external partners need to access a specific model endpoint without managing Azure AD identities. What should you do to provide secure access for external partners?

Create an account key for the resource and share it with the external partners.

Disable authentication on the endpoint and rely on network restrictions.

Create a user account in Azure AD for each external partner and grant them access to the resource.

Use a shared access signature (SAS) token with restricted permissions and an expiration time for the specific endpoint.

Your team uses a Microsoft Foundry Service resource for AI workloads. You notice that costs have increased significantly over the past month. You need to identify which specific operations or models are driving the cost increase. What should you do?

Enable diagnostic settings to send resource logs to Log Analytics and use KQL queries to analyze usage patterns by operation.

Review the Azure Cost Management blade to see the total cost of the resource, but not per operation.

Set up a budget alert to notify you when costs exceed a threshold, then manually review the usage history.

Use the Azure Monitor Metrics blade to view the overall CPU and memory usage of the resource.

Microsoft Certified:Azure AI Engineer Associate

Domain 1Objective 3

Manage, Monitor, and Secure a Microsoft Foundry Service AI-102 Practice Questions (Page 4)

Part of the Plan and manage an Azure AI solution domain, which accounts for 20-25% of the AI-102 exam. Microsoft does not publish an official question count, but from its 100-minute exam (~40–65 total, ~8–16 in this domain), expect 2–4 from this objective — we provide 34 practice questions to prepare you well beyond it. (estimate)

34questions here

7free pages

4concepts

20-25%of the exam

Questions 16–20

16foundation · easy
Which Azure Monitor feature allows you to create a rule that sends an email when the error rate of an Azure AI resource exceeds a threshold?
Select an answer first
17application · medium
Your company has a Foundry service that is accessed by a legacy application that cannot be updated to support modern authentication protocols. You need to allow this application to continue accessing the service while maintaining the highest level of security possible. What should you do?
Select an answer first
18application · medium
Your organization wants to optimize spending on a Microsoft Foundry Service resource. You notice that some model endpoints are rarely used but still incur costs. You need to reduce costs without impacting frequently used endpoints. What should you do?
Select an answer first
19application · medium
Your company has a Microsoft Foundry Service resource that is used by both internal applications and external partners. Internal applications should use Azure AD authentication, while external partners need to access a specific model endpoint without managing Azure AD identities. What should you do to provide secure access for external partners?
Select an answer first
20application · medium
Your team uses a Microsoft Foundry Service resource for AI workloads. You notice that costs have increased significantly over the past month. You need to identify which specific operations or models are driving the cost increase. What should you do?
Select an answer first

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Manage, Monitor, and Secure a Microsoft Foundry Service AI-102 Practice Questions (Page 4)

Questions 16–20

Which Azure Monitor feature allows you to create a rule that sends an email when the error rate of an Azure AI resource exceeds a threshold?

Your company has a Foundry service that is accessed by a legacy application that cannot be updated to support modern authentication protocols. You need to allow this application to continue accessing the service while maintaining the highest level of security possible. What should you do?

Your organization wants to optimize spending on a Microsoft Foundry Service resource. You notice that some model endpoints are rarely used but still incur costs. You need to reduce costs without impacting frequently used endpoints. What should you do?

Your team uses a Microsoft Foundry Service resource for AI workloads. You notice that costs have increased significantly over the past month. You need to identify which specific operations or models are driving the cost increase. What should you do?

Keep studying — Plan and manage an Azure AI solution